{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Пример работы с GigaChat"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Использование GigaChat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from gigachat import GigaChat\n",
    "from gigachat.models import Chat, Messages, MessagesRole\n",
    "\n",
    "# Используйте токен, полученный в личном кабинете из поля Авторизационные данные\n",
    "giga = GigaChat(credentials=\"...\", verify_ssl_certs=False)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "ChatCompletion(choices=[Choices(message=Messages(role='assistant', content='Здравствуйте! Я GigaChat, генеративная языковая модель. Готова ответить на ваши вопросы. Чем могу вам помочь?', function_call=None), index=0, finish_reason='stop')], created=1713262349, model='GigaChat-Pro:2.2.25.3', usage=Usage(prompt_tokens=12, completion_tokens=31, total_tokens=43), object_='chat.completion')"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "giga.chat(\"Привет\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Работа с сообщениями"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "User:  Зачем ты нужен?\n",
      "Bot:  Я помогаю проверять работу ГигаЧата на разных устройствах и в разных браузерах.\n"
     ]
    }
   ],
   "source": [
    "\n",
    "payload = Chat(\n",
    "    messages=[\n",
    "        Messages(\n",
    "            role=MessagesRole.SYSTEM,\n",
    "            content=\"Ты полезный ассистент для тестирования ГигаЧата.\"\n",
    "        )\n",
    "    ],\n",
    "    temperature=0.7,\n",
    "    max_tokens=100,\n",
    ")\n",
    "\n",
    "user_input = input(\"Введите свой вопрос: \")\n",
    "print(\"User: \", user_input)\n",
    "payload.messages.append(Messages(role=MessagesRole.USER, content=user_input))\n",
    "response = giga.chat(payload)\n",
    "print(\"Bot: \", response.choices[0].message.content)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Работа с изображениями"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "payload = Chat(\n",
    "    messages=[Messages(role=MessagesRole.USER, content=\"Нарисуй космонавта верхом на лошади\")],\n",
    "    temperature=0.7,\n",
    "    max_tokens=100,\n",
    "    function_call=\"auto\",\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "ChatCompletion(choices=[Choices(message=Messages(role='assistant', content='Запускаю генерацию изображения... <img src=\"840c18b3-591b-48a8-9c55-dfa633159e2e\" fuse=\"true\"/> - вот такой космонавт на лошади у меня получился.', function_call=None), index=0, finish_reason='stop')], created=1713263220, model='GigaChat-Pro:2.2.25.3', usage=Usage(prompt_tokens=697, completion_tokens=47, total_tokens=744), object_='chat.completion')"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "giga.chat(payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "img = giga.get_image(\"840c18b3-591b-48a8-9c55-dfa633159e2e\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Image\n",
    "import base64\n",
    "\n",
    "Image(base64.b64decode(img.content))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
